{"meta":{"query_hash":"54aae5b0167d","filters":{"venue":"Socio-logos"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/54aae5b0167d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Socio-logos"},"results":[{"id":"W131903432","doi":"10.4000/socio-logos.13","title":"Risque(s) et gouvernementalité","year":2006,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.018618130511607774,"score_gpt":0.3100183414855954,"score_spread":0.2914002109739876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W131903432","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18468864,0.005934702,0.03641274,0.023781642,0.00030008925,0.00008360863,0.000120450175,0.00013075404,0.7485474],"genre_scores_gemma":[0.9798925,0.0018462146,0.0027770845,0.0007283035,0.000070194095,0.00005507969,0.00003134882,0.000057723242,0.014541573],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99369556,0.0032756287,0.00022534105,0.00086426135,0.0013476848,0.00059153675],"domain_scores_gemma":[0.99440515,0.0030419577,0.0009980699,0.00069488713,0.0006053614,0.0002545152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004275938,0.00061579165,0.00046107548,0.0035544746,0.004980764,0.00739392,0.001260508,0.0019465929,0.007872839],"category_scores_gemma":[0.008158823,0.00032933097,0.00052858744,0.0025563536,0.036643233,0.006101719,0.0062104203,0.0029525848,0.00070459704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004866498,0.000007655317,0.0019309719,0.000040628263,0.000007999249,0.00009156009,0.020722793,0.00009880906,0.0000811946,0.97132385,0.0004112312,0.0052783596],"study_design_scores_gemma":[0.000013466277,0.000061003466,0.015578354,0.0005502518,0.000046995465,0.0008454849,0.0553591,0.0006527205,0.0008272229,0.7437258,0.18227246,0.00006727548],"about_ca_topic_score_codex":0.008614343,"about_ca_topic_score_gemma":0.010977102,"teacher_disagreement_score":0.008614343,"about_ca_system_score_codex":0.0043121567,"about_ca_system_score_gemma":0.0027063014,"threshold_uncertainty_score":0.031287014},"labels":[],"label_agreement":null},{"id":"W149848788","doi":"10.4000/socio-logos.2550","title":"La santé : un enjeu de plus en plus central dans les politiques publiques de développement international?","year":2011,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Global Health and Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; The Quebec Population Health Research Network","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03763846089416257,"score_gpt":0.3643059979418999,"score_spread":0.3266675370477373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W149848788","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03753145,0.08951314,0.008803488,0.6125358,0.0026375703,0.0000663056,0.0001501187,0.00012941436,0.24863274],"genre_scores_gemma":[0.84430647,0.058495652,0.005645272,0.04240285,0.0033239925,0.00016087927,0.0001318957,0.00014418703,0.04538874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99360585,0.0033865073,0.00015416558,0.0006183702,0.00089682563,0.0013382054],"domain_scores_gemma":[0.9947524,0.0026600242,0.000520793,0.00038638586,0.0006215411,0.0010588844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008550404,0.00045605,0.00061931397,0.0021854057,0.005995883,0.011874005,0.0010473012,0.004448559,0.009711085],"category_scores_gemma":[0.007195587,0.00033728482,0.00047709356,0.0028128414,0.027456738,0.011305703,0.0068804957,0.008208295,0.0007980117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004012482,0.000044709956,0.0024732782,0.00033273784,0.00001365181,0.00015048237,0.0285573,0.0001987275,0.0003774726,0.9055379,0.012037977,0.050235644],"study_design_scores_gemma":[0.00002511651,0.00013952638,0.008895062,0.002155105,0.000027934191,0.0003281994,0.04025646,0.00030601877,0.00058885774,0.21309526,0.7341189,0.00006361495],"about_ca_topic_score_codex":0.019820262,"about_ca_topic_score_gemma":0.02013834,"teacher_disagreement_score":0.019820262,"about_ca_system_score_codex":0.0120059755,"about_ca_system_score_gemma":0.017248483,"threshold_uncertainty_score":0.087109804},"labels":[],"label_agreement":null},{"id":"W1522530802","doi":"10.4000/socio-logos.2929","title":"Les expériences de la solitude en doctorat. Fondements et inégalités","year":2015,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Solitude; Humanities; Philosophy; Art","score_opus":0.2791729305335081,"score_gpt":0.527327827993281,"score_spread":0.24815489745977293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522530802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.855591,0.008727871,0.0053767315,0.031341385,0.0007034896,0.00006758283,0.00011095423,0.00011576398,0.09796522],"genre_scores_gemma":[0.98979926,0.0010733051,0.00038583676,0.0011982122,0.000088070825,0.000023649072,0.0000146723405,0.000027840766,0.007389191],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9784626,0.015975049,0.00042041065,0.0007963397,0.002555147,0.0017904808],"domain_scores_gemma":[0.9815902,0.010178023,0.0023717673,0.00062043424,0.0015901539,0.0036494294],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010016799,0.00040457962,0.0005800422,0.0016794717,0.013973097,0.007439635,0.0009547936,0.0026117682,0.00548437],"category_scores_gemma":[0.019860186,0.00034054992,0.00047115755,0.0013814778,0.024604034,0.0044735246,0.0073360833,0.0042889495,0.0006221433],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044358032,0.000026109987,0.002255634,0.00013146436,0.000009584693,0.0004060341,0.9590442,0.00005463994,0.00063477445,0.028202593,0.001772527,0.0074180393],"study_design_scores_gemma":[0.000014256144,0.00013015937,0.007619046,0.00027146074,0.000009636627,0.00080817676,0.7968642,0.00010118713,0.0003765593,0.00524345,0.18849874,0.000063146406],"about_ca_topic_score_codex":0.013994549,"about_ca_topic_score_gemma":0.017028732,"teacher_disagreement_score":0.9899832,"about_ca_system_score_codex":0.007982589,"about_ca_system_score_gemma":0.006570835,"threshold_uncertainty_score":0.05791807},"labels":[],"label_agreement":null},{"id":"W2794462495","doi":"10.4000/socio-logos.3231","title":"Concours CNRS : les CV contre les projets de recherche ?","year":2018,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Humanities; Physics; Political science; Philosophy","score_opus":0.6250590010368829,"score_gpt":0.5595376721347749,"score_spread":0.06552132890210804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794462495","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02833505,0.04383462,0.015934568,0.56108785,0.011563185,0.000122025,0.0002689151,0.00069872267,0.3381551],"genre_scores_gemma":[0.68961287,0.028860064,0.017149428,0.07321198,0.0072249263,0.00038454044,0.00030533894,0.001050999,0.18219985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.92934066,0.037809405,0.0021470648,0.004467337,0.021294514,0.0049410337],"domain_scores_gemma":[0.9130444,0.04143077,0.004276362,0.008842012,0.022254597,0.010151953],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.031246282,0.00079428975,0.00071804656,0.0028653215,0.011375381,0.033192836,0.002974453,0.007456651,0.013124976],"category_scores_gemma":[0.10006593,0.0004310119,0.0008124444,0.004079056,0.017361853,0.010965973,0.008428661,0.007915263,0.0032411073],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008493254,0.000032152202,0.0024348067,0.00031127382,0.000036257272,0.0006091604,0.030102938,0.00031827067,0.0005551684,0.77293336,0.10768845,0.08489327],"study_design_scores_gemma":[0.000014581787,0.000051088497,0.0032766638,0.0005344879,0.000015969754,0.00034764997,0.0157803,0.00023662178,0.0005753165,0.023348952,0.955767,0.00005131076],"about_ca_topic_score_codex":0.1275959,"about_ca_topic_score_gemma":0.12079581,"teacher_disagreement_score":0.9687537,"about_ca_system_score_codex":0.027036922,"about_ca_system_score_gemma":0.043383952,"threshold_uncertainty_score":0.2537064},"labels":[],"label_agreement":null},{"id":"W2981439690","doi":"10.4000/socio-logos.5229","title":"La sociologie comme science cognitive","year":2022,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Logos Bible Software; Art; Sociology; Philosophy","score_opus":0.12068391581952775,"score_gpt":0.3848595032710042,"score_spread":0.26417558745147646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981439690","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011575101,0.104418516,0.04558958,0.29073748,0.014463393,0.00014409637,0.00050347747,0.0001829805,0.5323854],"genre_scores_gemma":[0.6451196,0.06871853,0.033624515,0.08894221,0.023575773,0.00068957725,0.0005143182,0.000327787,0.13848774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99268097,0.004021968,0.00026735573,0.0010086991,0.0015069376,0.0005141634],"domain_scores_gemma":[0.9951652,0.0022340291,0.0005309742,0.0005867788,0.0010040933,0.0004788939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006067895,0.0009791151,0.00074656704,0.0024057752,0.0037182167,0.009787197,0.0012075865,0.0064065554,0.00992683],"category_scores_gemma":[0.0075219427,0.00030490645,0.00064809714,0.002809417,0.03964138,0.015132754,0.004139952,0.0068944353,0.003404657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069892308,0.000007791653,0.00018109893,0.00007994527,0.000004460592,0.000030689596,0.0023510891,0.000066661596,0.000116863055,0.9828993,0.008464983,0.0057902383],"study_design_scores_gemma":[0.000007910687,0.000017163271,0.00038975326,0.00020139554,0.000005485151,0.00012065239,0.0015182125,0.00011432424,0.00008635112,0.5762708,0.42125502,0.000013003085],"about_ca_topic_score_codex":0.0083971005,"about_ca_topic_score_gemma":0.005826129,"teacher_disagreement_score":0.00992683,"about_ca_system_score_codex":0.006586988,"about_ca_system_score_gemma":0.0065844078,"threshold_uncertainty_score":0.047792137},"labels":[],"label_agreement":null},{"id":"W30400540","doi":"10.4000/socio-logos.1482","title":"Qu’est-ce que l’objectivation participante ? Pierre Bourdieu et les problèmes méthodologiques de l’objectivation en sociologie","year":2008,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","score_opus":0.38854915362242853,"score_gpt":0.4900779910849843,"score_spread":0.10152883746255575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30400540","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06248779,0.018135644,0.35075918,0.23035708,0.00389494,0.0006235179,0.00029876002,0.0003566613,0.33308643],"genre_scores_gemma":[0.8523726,0.0065674554,0.080826044,0.013200884,0.0014594422,0.0016977522,0.0001401033,0.0004948679,0.043240875],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.87507826,0.104377165,0.0019481383,0.0073093865,0.009619509,0.0016674866],"domain_scores_gemma":[0.9020191,0.07688093,0.003465317,0.008794396,0.007727004,0.0011131613],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.07650157,0.0014841096,0.0017236547,0.0035722111,0.011025549,0.024089813,0.0037185876,0.0065150936,0.007665134],"category_scores_gemma":[0.08829648,0.0009648844,0.0014549687,0.003583112,0.08114065,0.024351522,0.010672999,0.009472881,0.0018153327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029149083,0.00001380974,0.0004894744,0.000159098,0.00002054449,0.00008357667,0.052091856,0.000094076815,0.00014450948,0.93668246,0.0017065363,0.008484912],"study_design_scores_gemma":[0.00004036871,0.00003398193,0.00039013,0.00067671924,0.000029839463,0.00020531936,0.030876454,0.00058443705,0.00082384644,0.84154254,0.12474975,0.00004654615],"about_ca_topic_score_codex":0.006853515,"about_ca_topic_score_gemma":0.0045966143,"teacher_disagreement_score":0.98897445,"about_ca_system_score_codex":0.010559188,"about_ca_system_score_gemma":0.012701541,"threshold_uncertainty_score":0.4045838},"labels":[],"label_agreement":null},{"id":"W4220664713","doi":"10.4000/socio-logos.5555","title":"Défendre l’utilité critique des sciences sociales. La sociologie à l’épreuve de son voisinage disciplinaire au Québec","year":2022,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.17545672984688446,"score_gpt":0.406153457597987,"score_spread":0.23069672775110253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220664713","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014351744,0.16258289,0.044547413,0.38977283,0.009222549,0.00011990604,0.00071161153,0.00027631316,0.3784148],"genre_scores_gemma":[0.6935424,0.08144368,0.027479472,0.075998284,0.008956011,0.00034565516,0.00042132332,0.00031034928,0.111502714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9909293,0.00483037,0.00024890676,0.001033184,0.0024389413,0.00051922904],"domain_scores_gemma":[0.98717195,0.00613391,0.00082240347,0.0011466086,0.0039256085,0.00079960877],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008407231,0.0013742801,0.0011713242,0.0053001298,0.008588632,0.013258627,0.002335797,0.005486693,0.007870359],"category_scores_gemma":[0.010875319,0.00031839544,0.00086454523,0.0045132297,0.035690956,0.0063248207,0.0044376333,0.006828465,0.0017784501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014821698,0.000016252296,0.00078293984,0.00029611494,0.000037526388,0.00013495958,0.0063443994,0.00029849517,0.00021905791,0.9537761,0.022639431,0.015439953],"study_design_scores_gemma":[0.0000155781,0.000018937395,0.002272599,0.0007898679,0.000028497261,0.0002019353,0.0048404722,0.000669109,0.0002487151,0.39647287,0.59440947,0.00003197321],"about_ca_topic_score_codex":0.3718667,"about_ca_topic_score_gemma":0.49192643,"teacher_disagreement_score":0.9914114,"about_ca_system_score_codex":0.03307306,"about_ca_system_score_gemma":0.031156544,"threshold_uncertainty_score":0.73940444},"labels":[],"label_agreement":null},{"id":"W4360776410","doi":"10.4000/socio-logos.6092","title":"Politique, économie et académie","year":2023,"lang":"fr","type":"article","venue":"Socio-logos","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Economics; Political science","score_opus":0.04744375872400513,"score_gpt":0.2821317914728017,"score_spread":0.23468803274879657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360776410","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007250044,0.04288151,0.002767385,0.027487233,0.0009787765,0.000023837643,0.0003249622,0.000065050546,0.9182212],"genre_scores_gemma":[0.6419265,0.068304576,0.0036655061,0.0055654375,0.002770224,0.00019199778,0.0004413215,0.00018708697,0.27694735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768627,0.0010955614,0.00008283911,0.00041961312,0.0003757419,0.0003399375],"domain_scores_gemma":[0.99885905,0.00057935104,0.00012648548,0.00020149082,0.0001248008,0.0001088285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001807541,0.0005255392,0.0005828858,0.0018444466,0.003503432,0.012899879,0.00036903616,0.0019084258,0.020401644],"category_scores_gemma":[0.002946772,0.00032077287,0.00025853264,0.004262444,0.013611627,0.0054161395,0.0029062182,0.0036134284,0.002715666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009541902,0.000006303769,0.00037999664,0.000062946405,0.0000063373373,0.000023547658,0.0010753934,0.00009387534,0.000072456605,0.9762749,0.010241556,0.011753156],"study_design_scores_gemma":[0.000007038455,0.000012040303,0.001927216,0.00018399523,0.0000043735035,0.00006298274,0.0009841594,0.00009868214,0.00008757833,0.20288013,0.7937438,0.0000080446025],"about_ca_topic_score_codex":0.011684295,"about_ca_topic_score_gemma":0.009047535,"teacher_disagreement_score":0.020401644,"about_ca_system_score_codex":0.005898353,"about_ca_system_score_gemma":0.0051755426,"threshold_uncertainty_score":0.06825036},"labels":[],"label_agreement":null},{"id":"W4413877783","doi":"10.4000/14k41","title":"Synthèse de la Session Semi-plénière « Sociologie dans, depuis et sur les Outre-mers », du 6 juillet 2023, Congrès de l’Association française de sociologie, Lyon","year":2025,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.031180777574424914,"score_gpt":0.3372152850463599,"score_spread":0.306034507471935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413877783","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045699205,0.20805718,0.03114536,0.30594456,0.18468516,0.0016460682,0.010868903,0.00056762225,0.21138595],"genre_scores_gemma":[0.31045288,0.15072766,0.016872104,0.04068478,0.05357326,0.008083044,0.010953324,0.001522427,0.40713057],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99395704,0.004126421,0.00021266099,0.0004990235,0.00077366526,0.00043120334],"domain_scores_gemma":[0.9864238,0.007368154,0.00061091833,0.00067306135,0.0039483504,0.0009757263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010116192,0.0010341731,0.0008795831,0.0029505654,0.0039795623,0.008071885,0.0009968394,0.0020176587,0.052172966],"category_scores_gemma":[0.013056732,0.0003766334,0.0009651759,0.0025461523,0.0033312533,0.0041470747,0.0052231126,0.0037144031,0.005869508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027182102,0.0001665273,0.0014022919,0.0035489034,0.000064550775,0.0003577642,0.10235301,0.00039190034,0.0024313664,0.06891907,0.712746,0.10734671],"study_design_scores_gemma":[0.0000048741404,0.000023467785,0.001323385,0.0015778855,0.000004871074,0.00004583364,0.008619253,0.000022965181,0.00022287092,0.00095411524,0.98718506,0.000015450241],"about_ca_topic_score_codex":0.01215295,"about_ca_topic_score_gemma":0.020220252,"teacher_disagreement_score":0.052172966,"about_ca_system_score_codex":0.007939331,"about_ca_system_score_gemma":0.00892776,"threshold_uncertainty_score":0.17453593},"labels":[],"label_agreement":null},{"id":"W4413890562","doi":"10.4000/14k43","title":"La fabrique d’une sociologie dans, depuis et sur les Outre-mers à l’Association Française de Sociologie","year":2025,"lang":"fr","type":"article","venue":"Socio-logos","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","score_opus":0.05869785419887378,"score_gpt":0.3128516870337193,"score_spread":0.2541538328348455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413890562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3529795,0.12008909,0.034155414,0.18240637,0.0097747445,0.0001332879,0.0010530952,0.00022870352,0.29917982],"genre_scores_gemma":[0.8331525,0.046326175,0.00816945,0.009243437,0.0045235544,0.00018892917,0.0005100373,0.00022843061,0.097657494],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99480176,0.002853105,0.00027143722,0.00059662166,0.0008614904,0.00061564887],"domain_scores_gemma":[0.98768765,0.006780807,0.0014035949,0.0007054074,0.00270606,0.0007164743],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005440287,0.0005291097,0.000402238,0.0038394858,0.0065685674,0.008167501,0.00070915424,0.0019994264,0.014698929],"category_scores_gemma":[0.0063659255,0.0002959447,0.0006416237,0.0053182403,0.009333898,0.00501653,0.002384963,0.0030775063,0.0016552584],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014898492,0.00013787817,0.059623506,0.0015187248,0.00007944014,0.0008825243,0.199913,0.0005729463,0.004727965,0.4861436,0.059962325,0.18628916],"study_design_scores_gemma":[0.000004099113,0.00006998485,0.041653223,0.00085899845,0.000012124013,0.00068657834,0.039868433,0.00024324088,0.000478566,0.012158125,0.9039043,0.00006231721],"about_ca_topic_score_codex":0.07434465,"about_ca_topic_score_gemma":0.11209617,"teacher_disagreement_score":0.99343145,"about_ca_system_score_codex":0.008624717,"about_ca_system_score_gemma":0.0072113685,"threshold_uncertainty_score":0.14782381},"labels":[],"label_agreement":null},{"id":"W81331587","doi":"10.4000/socio-logos.2794","title":"L’analyse des réseaux sociaux en France : émergence (1977-1991) et diffusion des compétences (2005-2013)","year":2013,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Humanities; Political science; Sociology; Art; Law","score_opus":0.03640403129385505,"score_gpt":0.31543525138957146,"score_spread":0.2790312200957164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W81331587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8289932,0.07268414,0.0014738083,0.018073304,0.00025108687,0.000030095864,0.002817414,0.000038546095,0.07563836],"genre_scores_gemma":[0.9721521,0.014192291,0.0005558237,0.0002289863,0.00012954407,0.000023816747,0.00073617254,0.000013781499,0.011967496],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992643,0.00022853584,0.000036617344,0.00009874603,0.000195309,0.00017643083],"domain_scores_gemma":[0.99831545,0.00064498413,0.0004057024,0.000039616505,0.00041094018,0.00018331279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015026453,0.0002980812,0.00021652796,0.004504816,0.0011732226,0.0022403596,0.00032214922,0.00040130122,0.0030066448],"category_scores_gemma":[0.002885527,0.00015550596,0.00028454373,0.0065752417,0.0009789981,0.0019572964,0.0007996217,0.00072203774,0.00035748983],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012435786,0.00011808972,0.3402575,0.00046389835,0.00016411692,0.0007067938,0.107150055,0.0023759548,0.00068577885,0.11174574,0.03824743,0.39796022],"study_design_scores_gemma":[0.000004344417,0.000040196173,0.8154929,0.0003264151,0.00001794464,0.0001769833,0.015689755,0.00045856362,0.00025833765,0.0013019469,0.16620553,0.000027139899],"about_ca_topic_score_codex":0.41319332,"about_ca_topic_score_gemma":0.45688805,"teacher_disagreement_score":0.41319332,"about_ca_system_score_codex":0.010944428,"about_ca_system_score_gemma":0.0039690034,"threshold_uncertainty_score":0.82157654},"labels":[],"label_agreement":null}]}